Multi-modal Cycle-consistent Generalized Zero-Shot Learning [PDF]
In generalized zero shot learning (GZSL), the set of classes are split into seen and unseen classes, where training relies on the semantic features of the seen and unseen classes and the visual representations of only the seen classes, while testing uses the visual representations of the seen and unseen classes. Current methods address GZSL by learning
arxiv
"What is the Matter with the Candle Test of the Visual Field? " [PDF]
Dear Sir: —It seems hardly right to be making a fuss over anything so presumably well-known and generally used as the candle test of the visual field. But Dr. Cheatham's pertinent query (Journal, November 17) in connection with Dr. Chisolms' report can, I regret to say, be applied to other cataract operations—as in the following instance: In some ...
openaire +2 more sources
Personal Computer-Based Visual Field Testing as an Alternative to Standard Automated Perimetry [PDF]
Muhammad A Khizer+9 more
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Design and validation of a novel dosimetry phantom for motion management audits
Abstract Background We present a novel phantom design for conducting end‐to‐end dosimetry audits for respiratory motion management of two anatomical treatment sites. The design enables radiochromic film measurements of the dose administered to the target throughout the respiratory cycle (motion‐included) and the dose delivered to the time‐averaged ...
Alex Burton+5 more
wiley +1 more source
A qualitative investigation into patients’ views on visual field testing for glaucoma monitoring [PDF]
Fiona Glen, Helen Baker, David P. Crabb
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Assessment of consumer VR-headsets’ objective and subjective field of view (FoV) and its feasibility for visual field testing [PDF]
Yannick Sauer+3 more
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Using deep learning generated CBCT contours for online dose assessment of prostate SABR treatments
Abstract Prostate Stereotactic Ablative Body Radiotherapy (SABR) is an ultra‐hypofractionated treatment where small setup errors can lead to higher doses to organs at risk (OARs). Although bowel and bladder preparation protocols reduce inter‐fraction variability, inconsistent patient adherence still results in OAR variability.
Conor Sinclair Smith+8 more
wiley +1 more source
Purpose Linear accelerator (LINAC)‐based single‐isocenter multi‐target (SIMT) treatment has streamlined the cranial stereotactic radiosurgery (SRS) workflow. Though efficient, SIMT delivery adds additional challenges that should be considered, including increased sensitivity to rotational errors for off‐isocenter targets.
Yohan A. Walter+4 more
wiley +1 more source
The Design and Testing of a Field Operations Visualizer
Achieving high yields in the large-scale agricultural systems that dominate the US landscape requires critical machine-enabled field operations to be executed in narrow windows of time. Novel cropping systems hold great promise to increase ecosystem services from these large-scale systems, but researchers and end-users need effective methods of ...
Philip E. Rockson+3 more
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Log file‐based quality assurance method for respiratory gating system
Abstract Background As medical linear accelerator technology advances, enabling higher dose rate deliveries, hypofractionation regimens has increased. This necessitates respiratory gating systems that synchronize radiation delivery with tumor position, requiring simple rigorous quality assurance (QA) to ensure treatment accuracy and patient safety ...
Wonjoong Cheon+7 more
wiley +1 more source